{"id":"https://openalex.org/W3012971020","doi":"https://doi.org/10.1186/s13636-020-00172-6","title":"Multiclass audio segmentation based on recurrent neural networks for broadcast domain data","display_name":"Multiclass audio segmentation based on recurrent neural networks for broadcast domain data","publication_year":2020,"publication_date":"2020-03-05","ids":{"openalex":"https://openalex.org/W3012971020","doi":"https://doi.org/10.1186/s13636-020-00172-6","mag":"3012971020"},"language":"en","primary_location":{"id":"doi:10.1186/s13636-020-00172-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-020-00172-6","pdf_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-020-00172-6","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-020-00172-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069847313","display_name":"Pablo Gimeno","orcid":"https://orcid.org/0000-0002-3142-0708"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]},{"id":"https://openalex.org/I4210150815","display_name":"Instituto Tecnol\u00f3gico de Arag\u00f3n","ror":"https://ror.org/05sep9w93","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210150815"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Pablo Gimeno","raw_affiliation_strings":["ViVoLab, Arag\u00f3n Institute for Engineering Research (I3A), University of Zaragoza, C/ Pedro Cerbuna 12, Zaragoza, 50009, Spain","ViVoLab, Aragon Institute for Engineering Research (I3A) (Spain)"],"raw_orcid":"https://orcid.org/0000-0002-3142-0708","affiliations":[{"raw_affiliation_string":"ViVoLab, Arag\u00f3n Institute for Engineering Research (I3A), University of Zaragoza, C/ Pedro Cerbuna 12, Zaragoza, 50009, Spain","institution_ids":["https://openalex.org/I255234318"]},{"raw_affiliation_string":"ViVoLab, Aragon Institute for Engineering Research (I3A) (Spain)","institution_ids":["https://openalex.org/I4210150815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026519001","display_name":"Ignacio Vi\u00f1als","orcid":"https://orcid.org/0000-0003-1772-0605"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]},{"id":"https://openalex.org/I4210150815","display_name":"Instituto Tecnol\u00f3gico de Arag\u00f3n","ror":"https://ror.org/05sep9w93","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210150815"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio Vi\u00f1als","raw_affiliation_strings":["ViVoLab, Arag\u00f3n Institute for Engineering Research (I3A), University of Zaragoza, C/ Pedro Cerbuna 12, Zaragoza, 50009, Spain","ViVoLab, Aragon Institute for Engineering Research (I3A) (Spain)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ViVoLab, Arag\u00f3n Institute for Engineering Research (I3A), University of Zaragoza, C/ Pedro Cerbuna 12, Zaragoza, 50009, Spain","institution_ids":["https://openalex.org/I255234318"]},{"raw_affiliation_string":"ViVoLab, Aragon Institute for Engineering Research (I3A) (Spain)","institution_ids":["https://openalex.org/I4210150815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101903408","display_name":"Alfonso Ortega","orcid":"https://orcid.org/0000-0002-3886-7748"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]},{"id":"https://openalex.org/I4210150815","display_name":"Instituto Tecnol\u00f3gico de Arag\u00f3n","ror":"https://ror.org/05sep9w93","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210150815"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alfonso Ortega","raw_affiliation_strings":["ViVoLab, Arag\u00f3n Institute for Engineering Research (I3A), University of Zaragoza, C/ Pedro Cerbuna 12, Zaragoza, 50009, Spain","ViVoLab, Aragon Institute for Engineering Research (I3A) (Spain)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ViVoLab, Arag\u00f3n Institute for Engineering Research (I3A), University of Zaragoza, C/ Pedro Cerbuna 12, Zaragoza, 50009, Spain","institution_ids":["https://openalex.org/I255234318"]},{"raw_affiliation_string":"ViVoLab, Aragon Institute for Engineering Research (I3A) (Spain)","institution_ids":["https://openalex.org/I4210150815"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Antonio Miguel","orcid":null},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]},{"id":"https://openalex.org/I4210150815","display_name":"Instituto Tecnol\u00f3gico de Arag\u00f3n","ror":"https://ror.org/05sep9w93","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210150815"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio Miguel","raw_affiliation_strings":["ViVoLab, Arag\u00f3n Institute for Engineering Research (I3A), University of Zaragoza, C/ Pedro Cerbuna 12, Zaragoza, 50009, Spain","ViVoLab, Aragon Institute for Engineering Research (I3A) (Spain)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ViVoLab, Arag\u00f3n Institute for Engineering Research (I3A), University of Zaragoza, C/ Pedro Cerbuna 12, Zaragoza, 50009, Spain","institution_ids":["https://openalex.org/I255234318"]},{"raw_affiliation_string":"ViVoLab, Aragon Institute for Engineering Research (I3A) (Spain)","institution_ids":["https://openalex.org/I4210150815"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036493563","display_name":"Eduardo Lleida","orcid":"https://orcid.org/0000-0001-9137-4013"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]},{"id":"https://openalex.org/I4210150815","display_name":"Instituto Tecnol\u00f3gico de Arag\u00f3n","ror":"https://ror.org/05sep9w93","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210150815"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eduardo Lleida","raw_affiliation_strings":["ViVoLab, Arag\u00f3n Institute for Engineering Research (I3A), University of Zaragoza, C/ Pedro Cerbuna 12, Zaragoza, 50009, Spain","ViVoLab, Aragon Institute for Engineering Research (I3A) (Spain)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ViVoLab, Arag\u00f3n Institute for Engineering Research (I3A), University of Zaragoza, C/ Pedro Cerbuna 12, Zaragoza, 50009, Spain","institution_ids":["https://openalex.org/I255234318"]},{"raw_affiliation_string":"ViVoLab, Aragon Institute for Engineering Research (I3A) (Spain)","institution_ids":["https://openalex.org/I4210150815"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069847313"],"corresponding_institution_ids":["https://openalex.org/I255234318","https://openalex.org/I4210150815"],"apc_list":{"value":1115,"currency":"GBP","value_usd":1367},"apc_paid":{"value":1115,"currency":"GBP","value_usd":1367},"fwci":4.7103,"has_fulltext":true,"cited_by_count":39,"citation_normalized_percentile":{"value":0.95761494,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"2020","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9303140640258789},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.6899396181106567},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6354444622993469},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.584190309047699},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4980654716491699},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4760991334915161},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.47524189949035645},{"id":"https://openalex.org/keywords/keyword-spotting","display_name":"Keyword spotting","score":0.46328654885292053},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45482802391052246},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4184824526309967},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4141954779624939},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3842293918132782}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9303140640258789},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.6899396181106567},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6354444622993469},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.584190309047699},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4980654716491699},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4760991334915161},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.47524189949035645},{"id":"https://openalex.org/C2781213101","wikidata":"https://www.wikidata.org/wiki/Q6398558","display_name":"Keyword spotting","level":2,"score":0.46328654885292053},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45482802391052246},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4184824526309967},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4141954779624939},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3842293918132782},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1186/s13636-020-00172-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-020-00172-6","pdf_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-020-00172-6","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},{"id":"pmh:oai:zaguan.unizar.es:88514","is_oa":true,"landing_page_url":"http://zaguan.unizar.es/record/88514","pdf_url":"http://zaguan.unizar.es/record/88514","source":{"id":"https://openalex.org/S4306401812","display_name":"Zaguan (University of Zaragoza Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I255234318","host_organization_name":"Universidad de Zaragoza","host_organization_lineage":["https://openalex.org/I255234318"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:HAL:hal-04886551v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04886551","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing, 2020, 2020 (1), pp.5. &#x27E8;10.1186/s13636-020-00172-6&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:ca6492b87b674fc983c5b19bc6e94cd8","is_oa":true,"landing_page_url":"https://doaj.org/article/ca6492b87b674fc983c5b19bc6e94cd8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing, Vol 2020, Iss 1, Pp 1-19 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13636-020-00172-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-020-00172-6","pdf_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-020-00172-6","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6707449129","display_name":null,"funder_award_id":"2014-2020","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G7321810391","display_name":null,"funder_award_id":"TIN2017-85854-C4-1-R","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G8620984275","display_name":null,"funder_award_id":"TIN2017-85854-C4-1-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3012971020.pdf","grobid_xml":"https://content.openalex.org/works/W3012971020.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W16074020","https://openalex.org/W325132576","https://openalex.org/W1419602491","https://openalex.org/W1504032994","https://openalex.org/W1583007810","https://openalex.org/W1819763199","https://openalex.org/W1972567154","https://openalex.org/W1987426045","https://openalex.org/W1988596541","https://openalex.org/W1999454387","https://openalex.org/W2030463924","https://openalex.org/W2031339194","https://openalex.org/W2038649911","https://openalex.org/W2064675550","https://openalex.org/W2085457662","https://openalex.org/W2090777335","https://openalex.org/W2091432990","https://openalex.org/W2097731713","https://openalex.org/W2099988055","https://openalex.org/W2104698762","https://openalex.org/W2106055371","https://openalex.org/W2109063468","https://openalex.org/W2110215948","https://openalex.org/W2114925438","https://openalex.org/W2116261113","https://openalex.org/W2120642371","https://openalex.org/W2130976598","https://openalex.org/W2132663820","https://openalex.org/W2133049755","https://openalex.org/W2136848157","https://openalex.org/W2137197207","https://openalex.org/W2142171915","https://openalex.org/W2143612262","https://openalex.org/W2144168752","https://openalex.org/W2153557299","https://openalex.org/W2160815625","https://openalex.org/W2163966202","https://openalex.org/W2168249484","https://openalex.org/W2402212287","https://openalex.org/W2402268235","https://openalex.org/W2406222150","https://openalex.org/W2407080277","https://openalex.org/W2578422401","https://openalex.org/W2638067502","https://openalex.org/W2746241180","https://openalex.org/W2748488820","https://openalex.org/W2792308360","https://openalex.org/W2889419636","https://openalex.org/W2899551440","https://openalex.org/W2899771611","https://openalex.org/W2900693910","https://openalex.org/W2900709905","https://openalex.org/W2952003418","https://openalex.org/W2953763392","https://openalex.org/W2963590343","https://openalex.org/W2982429715","https://openalex.org/W2982468701","https://openalex.org/W2995348821","https://openalex.org/W3208240190","https://openalex.org/W3210615406","https://openalex.org/W6600281463","https://openalex.org/W6603291277","https://openalex.org/W6609147641","https://openalex.org/W6855569829"],"related_works":["https://openalex.org/W2114097550","https://openalex.org/W4385352507","https://openalex.org/W2953234277","https://openalex.org/W2918559346","https://openalex.org/W84309476","https://openalex.org/W2626256601","https://openalex.org/W2388033618","https://openalex.org/W3161425572","https://openalex.org/W1974738623","https://openalex.org/W1494604982"],"abstract_inverted_index":{"Abstract":[0],"This":[1,161],"paper":[2],"presents":[3],"a":[4,32,63,113,145,166,190],"new":[5,162],"approach":[6],"based":[7,40],"on":[8,41,152,159],"recurrent":[9],"neural":[10,84,93],"networks":[11,50],"(RNN)":[12],"to":[13,22,51,90,117,143,176,198],"the":[14,42,56,73,92,109,125,130,134,182,199,204],"multiclass":[15],"audio":[16,25],"segmentation":[17,110],"task":[18],"whose":[19],"goal":[20],"is":[21,39,60,106],"classify":[23],"an":[24],"signal":[26],"as":[27],"speech,":[28],"music,":[29],"noise":[30],"or":[31],"combination":[33],"of":[34,44,72,127,129,136,193],"these.":[35],"The":[36,58],"proposed":[37],"system":[38,111,142,175],"use":[43],"bidirectional":[45],"long":[46,67],"short-term":[47],"Memory":[48],"(BLSTM)":[49],"model":[52,131],"temporal":[53,87,104],"dependencies":[54],"in":[55,77,180,203],"signal.":[57],"RNN":[59],"complemented":[61],"by":[62,70],"resegmentation":[64],"module,":[65],"gaining":[66],"term":[68],"stability":[69],"means":[71],"tied":[74],"state":[75],"concept":[76],"hidden":[78],"Markov":[79],"models.":[80],"We":[81],"explore":[82],"different":[83],"architectures":[85],"introducing":[86],"pooling":[88],"layers":[89],"reduce":[91],"network":[94],"output":[95],"sampling":[96],"rate.":[97],"Our":[98],"findings":[99],"show":[100],"that":[101],"removing":[102],"redundant":[103],"information":[105],"beneficial":[107],"for":[108,206],"showing":[112],"relative":[114,191],"improvement":[115,192],"close":[116],"5%.":[118],"Furthermore,":[119],"this":[120],"solution":[121],"does":[122],"not":[123],"increase":[124],"number":[126,135],"parameters":[128],"and":[132,154,185,195],"reduces":[133],"operations":[137],"per":[138],"second,":[139],"allowing":[140],"our":[141,174],"achieve":[144,177],"real-time":[146],"factor":[147],"below":[148,155],"0.04":[149],"if":[150,157],"running":[151,158],"CPU":[153],"0.03":[156],"GPU.":[160],"architecture":[163],"combined":[164],"with":[165],"data-agnostic":[167],"data":[168],"augmentation":[169],"technique":[170],"called":[171],"mixup":[172],"allows":[173],"competitive":[178],"results":[179,201],"both":[181],"Albayz\u00edn":[183],"2010":[184],"2012":[186],"evaluation":[187],"datasets,":[188],"presenting":[189],"19.72%":[194],"5.35%":[196],"compared":[197],"best":[200],"found":[202],"literature":[205],"these":[207],"databases.":[208]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
